78 citations · 274 across the 28 of their papers we have counts for
Showing 2019 · cs.CRShow all
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cs.CR2019
Self-Expiring Data Capsule using Trusted Execution Environment
Hung Dang, Ee-Chien Chang
Data privacy is unarguably of extreme importance. Nonetheless, there exist various daunting challenges to safe-guarding data privacy. These challenges stem from the fact that data…
cs.CR2019★ 24 cited
Effectiveness of Distillation Attack and Countermeasure on Neural Network Watermarking
Ziqi Yang, Hung Dang, Ee-Chien Chang
The rise of machine learning as a service and model sharing platforms has raised the need of traitor-tracing the models and proof of authorship. Watermarking technique is the main…
cs.CR2019★ 25 cited
Adversarial Neural Network Inversion via Auxiliary Knowledge Alignment
Ziqi Yang, Ee-Chien Chang, Zhenkai Liang
The rise of deep learning technique has raised new privacy concerns about the training data and test data. In this work, we investigate the model inversion problem in the adversari…